Adversarial Learning

RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models EMNLP 2024 Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing EMNLP 2024 Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation AAAI 2024 Revisiting Adversarial Training at Scale CVPR 2024 Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification AAAI 2024 Robust Image Denoising through Adversarial Frequency Mixup CVPR 2024 Robustness Verification of Multi-Class Tree Ensembles AAAI 2024 Robust Safety Classifier Against Jailbreaking Attacks: Adversarial Prompt Shield NAACL 2024 SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024 SAME: Sample Reconstruction against Model Extraction Attacks AAAI 2024 Sandwich attack: Multi-language Mixture Adaptive Attack on LLMs NAACL 2024 Scale and Direction Guided GAN for Inertial Sensor Signal Enhancement IJCAI 2024 SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly AAAI 2024 Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NeurIPS 2024 Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment CVPR 2024 SEMANTIFY: Unveiling Memes with Robust Interpretability beyond Input Attribution IJCAI 2024 Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models NeurIPS 2024 Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning EMNLP 2024 SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NeurIPS 2024 Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise AAAI 2024 Step Vulnerability Guided Mean Fluctuation Adversarial Attack against Conditional Diffusion Models AAAI 2024 Stronger and Transferable Node Injection Attacks AAAI 2024 Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024 Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024 Style Aligned Image Generation via Shared Attention CVPR 2024